Linear Programming Assumptions Proportionality Assumption: The - TopicsExpress

Linear Programming Assumptions Proportionality Assumption: The contribution to the objective function from each decision variable is proportional to the value of the decision variable. The contribution to the left hand side of each constraint is proportional to the value of the variable. Additivity Assumption: The contribution to the objective function for any variable is independent of the values of the other decision variables. The contribution of a variable to the left hand side of a constraint is independent of the values of the variables. Divisibility Assumption: Each decision variable is allowed to assume fractional values. Certainty Assumption: Each linear coefficient of the objective function and constraints is known (and is not a random variable.)

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